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Text Representation

2,258 papers

Papers per year

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Papers

PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020
Interpretable Entity Representations through Large-Scale Typing EMNLP 2020
Optimizing Word Segmentation for Downstream Task EMNLP 2020
Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings EMNLP 2020
Will it Unblend? EMNLP 2020
On the Language Neutrality of Pre-trained Multilingual Representations EMNLP 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue EMNLP 2020
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
Learning Numeral Embedding EMNLP 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
Evaluating Word Embeddings for Language Acquisition EMNLP 2020
Do sentence embeddings capture discourse properties of sentences from Scientific Abstracts ? EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation EMNLP 2020
Understanding the Source of Semantic Regularities in Word Embeddings EMNLP 2020